Embedding

An embedding is a numerical representation (vector) of text that captures its semantic meaning in a format that machines can process. Similar concepts have similar embeddings, allowing AI to understand relationships and relevance. Embeddings power many AI capabilities including semantic search, recommendation systems, and understanding query intent. For GEO, embeddings explain how AI connects user queries to relevant brand information—your content needs to be semantically associated with relevant topics to appear in AI responses.